Lessons learned to improve the UX practices in agile projects involving data science and process automation

•Lean Inceptions lack strategies to improve user participation in requirements gathering.•Involving users in data science teams is crucial for extracting value from data.•Customers (who are not end users) do not suffice for the team’s full understanding of a domain.•Developers joining ongoing Machine Learning projects need minimal requirements documentation.